Project Initialization: Successfully architected the EduGrade AI multi-agent workflow to automate student assignment grading. Alibaba Cloud Integration: Configured Alibaba Cloud infrastructure and integrated Qwen Cloud models via DashScope API for intelligent reasoning. HITL Dashboard Implementation: Built an interactive dashboard allowing educators to review, edit, and approve AI-generated feedback in real-time. Deployment Success: Completed end-to-end deployment on Replit and verified cloud integration for the hackathon submission. Final Polish: Finalized documentation, README, and video presentation for the submission deadline.

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